IDEAS home Printed from https://ideas.repec.org/a/bkr/journl/v78y2019i3p38-70.html

Commodity and Financial Cycles in Resource-based Economies

Author

Listed:
  • Marina Tiunova

    (Bank of Russia)

Abstract

This research analyses the influence of commodity prices on financial cycle parameters in commodity-exporting countries – Australia, Brazil, Canada, Columbia, Russia, and Chile – over the past two decades. One of the key issues discussed herein is the degree to which the extensive implementation of macroprudential policies can reduce the dependence of a country on global commodity cycles. Methodologically, this research is based on the Bayesian Structure Vector Autoregressive Model, structurally identified by means of variable recursive ranking and the Cholesky decomposition of the error covariance matrix. Changes in commodity prices are shown to provoke a stronger response from such financial cycle parameters as the sovereign risk premium and currency exchange rate in resource-based emerging market economies (Brazil, Columbia, Chile, and Russia) than in advanced economies (Canada and Australia). In Brazil, Columbia, Chile, and Russia, increases in commodity prices result in acceleration of the over all lending and external debt growth rate, while in Russia and Brazil they also trigger growth in the share of FX loans. In Australia and Canada, lending parameters react negatively to positive commodity price shocks. In the developing countries that apply macroprudential policy extensively (Columbia and Chile), lending dynamics are less dependent on changes in the global terms of trade. To reduce the impact of the commodity cycle on the financial cycle, the economic policy authorities of emerging market countries should develop national financial markets and introduce macroprudental policy tools more extensively.

Suggested Citation

  • Marina Tiunova, 2019. "Commodity and Financial Cycles in Resource-based Economies," Russian Journal of Money and Finance, Bank of Russia, vol. 78(3), pages 38-70, September.
  • Handle: RePEc:bkr:journl:v:78:y:2019:i:3:p:38-70
    DOI: 10.31477/rjmf.201903.38
    as

    Download full text from publisher

    File URL: https://rjmf.econs.online/upload/iblock/ded/MF_78-03-EN_Tiynova.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.31477/rjmf.201903.38?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Coudert, Virginie & Couharde, Cécile & Mignon, Valérie, 2015. "On the impact of volatility on the real exchange rate – terms of trade nexus: Revisiting commodity currencies," Journal of International Money and Finance, Elsevier, vol. 58(C), pages 110-127.
    2. Basher, Syed Abul & Haug, Alfred A. & Sadorsky, Perry, 2012. "Oil prices, exchange rates and emerging stock markets," Energy Economics, Elsevier, vol. 34(1), pages 227-240.
    3. R. Lomivorotov., 2014. "Impact of External Shocks and Monetary Policy on Russian Economy," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 11.
    4. Graciela L. Kaminsky & Carmen M. Reinhart & Carlos A. Végh, 2005. "When It Rains, It Pours: Procyclical Capital Flows and Macroeconomic Policies," NBER Chapters, in: NBER Macroeconomics Annual 2004, Volume 19, pages 11-82, National Bureau of Economic Research, Inc.
    5. Hernando Vargas, Pamela Cardozo and Andrés Murcia, 2017. "The macroprudential policy framework in Colombia," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential policy frameworks, implementation and relationships with other policies, volume 94, pages 103-128, Bank for International Settlements.
    6. Janko Cizel & Jon Frost & Aerdt Houben & Peter Wierts, 2019. "Effective Macroprudential Policy: Cross‐Sector Substitution from Price and Quantity Measures," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(5), pages 1209-1235, August.
    7. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    8. Andrés González & Franz Hamann & Diego Rodríguez, 2016. "Macroprudential policies in a commodity exporting economy," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential policy, volume 86, pages 69-73, Bank for International Settlements.
    9. Bergholt, Drago & Larsen, Vegard H. & Seneca, Martin, 2019. "Business cycles in an oil economy," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 283-303.
    10. Saleh Alodayni, 2016. "Oil Prices, Credit Risks in Banking Systems, and Macro-Financial Linkages across GCC Oil Exporters," IJFS, MDPI, vol. 4(4), pages 1-14, November.
    11. Magali Dauvin, 2014. "Energy prices and the real exchange rate of commodity-exporting countries," International Economics, CEPII research center, issue 137, pages 52-72.
    12. Bruno, Valentina & Shim, Ilhyock & Shin, Hyun Song, 2017. "Comparative assessment of macroprudential policies," Journal of Financial Stability, Elsevier, vol. 28(C), pages 183-202.
    13. Stephan Kohns, 2017. "Monetary Policy and Financial Stability," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 15(1), pages 17-18, 04.
    14. Lorenzo Menna & Martin Tobal, 2018. "Financial and price stability in emerging markets: the role of the interest rate," BIS Working Papers 717, Bank for International Settlements.
    15. Carola Moreno & Carlos Saavedra & Bárbara Ulloa, 2014. "Commodity Price Cycles and Financial Stability," Working Papers Central Bank of Chile 738, Central Bank of Chile.
    16. repec:ces:ifodic:v:15:y:2017:i:1:p:19307486 is not listed on IDEAS
    17. Allen, Jason & Grieder, Timothy & Peterson, Brian & Roberts, Tom, 2020. "The impact of macroprudential housing finance tools in canada," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    18. Leonardo Gambacorta & Andrés Murcia, 2019. "The impact of macroprudential policies and their interaction with monetary policy: an empirical analysis using credit registry data," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Are post-crisis statistical initiatives completed?, volume 49, Bank for International Settlements.
    19. João Barata R. B. Barroso & Rodrigo Barbone Gonzalez & Bernardus F. Nazar Van Doornik, 2017. "Credit Supply Responses to Reserve Requirement: loan-level evidence from macroprudential policy," Working Papers Series 467, Central Bank of Brazil, Research Department.
    20. Maurício Costa de Moura and Fernanda Martins Bandeira, 2017. "Macroprudential policy in Brazil," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential frameworks, implementation and relationship with other policies, volume 94, pages 77-86, Bank for International Settlements.
    21. Bernanke, Ben S. & Boivin, Jean, 2003. "Monetary policy in a data-rich environment," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 525-546, April.
    22. Mr. Tidiane Kinda & Mr. Montfort Mlachila & Rasmané Ouedraogo, 2016. "Commodity Price Shocks and Financial Sector Fragility," IMF Working Papers 2016/012, International Monetary Fund.
    23. Gambacorta, Leonardo & Murcia, Andres, 2017. "The impact of macroprudential policies and their interaction with monetary policy: an empirical analysis using credit registry," CEPR Discussion Papers 12027, C.E.P.R. Discussion Papers.
    24. Hegerty, Scott W., 2016. "Commodity-price volatility and macroeconomic spillovers: Evidence from nine emerging markets," The North American Journal of Economics and Finance, Elsevier, vol. 35(C), pages 23-37.
    25. Isha Agrawal & Rupa Duttagupta & Mr. Andrea F Presbitero, 2017. "International Commodity Prices and Domestic Bank Lending in Developing Countries," IMF Working Papers 2017/279, International Monetary Fund.
    26. A. Pestova., 2017. "Monetary policy regimes in Russia: Guidelines for further quantitative studies," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 4.
    27. Albert Lee Chun, 2011. "Expectations, Bond Yields, and Monetary Policy," The Review of Financial Studies, Society for Financial Studies, vol. 24(1), pages 208-247.
    28. Ftiti, Zied & Kablan, Sandrine & Guesmi, Khaled, 2016. "What can we learn about commodity and credit cycles? Evidence from African commodity-exporting countries," Energy Economics, Elsevier, vol. 60(C), pages 313-324.
    29. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    30. A. Polbin., 2017. "Econometric estimation of the impact of oil prices shock on the Russian economy in VECM model," VOPROSY ECONOMIKI, N.P. Redaktsiya zhurnala "Voprosy Economiki", vol. 10.
    31. Pestova, Anna (Пестова, Анна) & Mamonov, Mikhail (Мамонов, Михаил), 2016. "Estimating the Influence of Different Shocks on Macroeconomic Indicators and Developing Conditional Forecasts on the Basis of BVAR Model for the Russian Economy [Оценка Влияния Различных Шоков На Д," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 4, pages 56-92, August.
    32. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    33. Alessi, Lucia & Detken, Carsten, 2018. "Identifying excessive credit growth and leverage," Journal of Financial Stability, Elsevier, vol. 35(C), pages 215-225.
    34. Rodrigo Cifuentes, Sebastián Claro and Alejandro Jara, 2017. "Macroeconomic and financial volatility and macroprudential policies in Chile," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential policy frameworks, implementation and relationships with other policies, volume 94, pages 87-98, Bank for International Settlements.
    35. repec:ulb:ulbeco:2013/13388 is not listed on IDEAS
    36. Stephan Kohns, 2017. "Monetary Policy and Financial Stability," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 15(01), pages 17-18, April.
    37. Makin, Anthony J., 2013. "Commodity prices and the macroeconomy: An extended dependent economy approach," Journal of Asian Economics, Elsevier, vol. 24(C), pages 80-88.
    38. Gómez, Esteban & Murcia, Andrés & Lizarazo, Angélica & Mendoza, Juan Carlos, 2020. "Evaluating the impact of macroprudential policies on credit growth in Colombia," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    39. Björn Richter & Moritz Schularick & Ilhyock Shim, 2018. "The macroeconomic effects of macroprudential policy," BIS Working Papers 740, Bank for International Settlements.
    40. Kevin Krieger & Nathan Mauck & Denghui Chen, 2012. "VIX changes and derivative returns on FOMC meeting days," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 26(3), pages 315-331, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gambacorta, Leonardo & Murcia, Andrés, 2020. "The impact of macroprudential policies in Latin America: An empirical analysis using credit registry data," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    2. Gambacorta, Leonardo & Murcia, Andres, 2017. "The impact of macroprudential policies and their interaction with monetary policy: an empirical analysis using credit registry," CEPR Discussion Papers 12027, C.E.P.R. Discussion Papers.
    3. Leonardo Gambacorta & Andrés Murcia, 2019. "The impact of macroprudential policies and their interaction with monetary policy: an empirical analysis using credit registry data," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Are post-crisis statistical initiatives completed?, volume 49, Bank for International Settlements.
    4. David Martinez-Miera & Rafael Repullo, 2019. "Monetary Policy, Macroprudential Policy, and Financial Stability," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 809-832, August.
    5. Soyoung Kim & Aaron Mehrotra, 2018. "Effects of Monetary and Macroprudential Policies—Evidence from Four Inflation Targeting Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 50(5), pages 967-992, August.
    6. William Gatt, 2025. "Housing Boom‐Bust Cycles and Asymmetric Macroprudential Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 57(2-3), pages 615-643, March.
    7. Yavuz Arslan and Christian Upper, 2017. "Macroprudential frameworks: implementation and effectiveness," BIS Papers chapters, in: Bank for International Settlements (ed.), Macroprudential frameworks, implementation and relationship with other policies, volume 94, pages 25-47, Bank for International Settlements.
    8. Nitzan Tzur-Ilan, 2019. "Macroprudential Policy: Implementation, Effects, And Lessons," Israel Economic Review, Bank of Israel, vol. 17(1), pages 39-71.
    9. Takáts, Előd & Temesvary, Judit, 2021. "How does the interaction of macroprudential and monetary policies affect cross-border bank lending?," Journal of International Economics, Elsevier, vol. 132(C).
    10. Pierre-Richard Agénor & Luiz A. Pereira da Silva, 2022. "Financial spillovers, spillbacks, and the scope for international macroprudential policy coordination," International Economics and Economic Policy, Springer, vol. 19(1), pages 79-127, February.
    11. Berger, Tino & Richter, Julia & Wong, Benjamin, 2022. "A unified approach for jointly estimating the business and financial cycle, and the role of financial factors," Journal of Economic Dynamics and Control, Elsevier, vol. 136(C).
    12. Carreras, Oriol & Davis, E. Philip & Piggott, Rebecca, 2018. "Assessing macroprudential tools in OECD countries within a cointegration framework," Journal of Financial Stability, Elsevier, vol. 37(C), pages 112-130.
    13. Horacio A Aguirre & Gastón Repetto, 2017. "Capital and currency-based macroprudential policies: an evaluation using credit registry data," BIS Working Papers 672, Bank for International Settlements.
    14. Kim, Jihae & Kim, Soyoung & Mehrotra, Aaron, 2019. "Macroprudential policy in Asia," Journal of Asian Economics, Elsevier, vol. 65(C).
    15. Ybrayev, Zhandos & Baizakov, Azamat & Kailrullayev, Erlan & Mukhambetzhanova, Dana, 2025. "Macroprudential policy effectiveness and interaction with monetary policy: Lessons from debt service-to-income cap implementation in Kazakhstan," Economic Systems, Elsevier, vol. 49(1).
    16. Kim, Soyoung & Mehrotra, Aaron, 2022. "Examining macroprudential policy and its macroeconomic effects – Some new evidence," Journal of International Money and Finance, Elsevier, vol. 128(C).
    17. Allen, Jason & Grieder, Timothy & Peterson, Brian & Roberts, Tom, 2020. "The impact of macroprudential housing finance tools in canada," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    18. González, Francisco, 2022. "Macroprudential policies and bank competition: International bank-level evidence," Journal of Financial Stability, Elsevier, vol. 58(C).
    19. Qin, Xueming & Peng, Gangdong & Zhao, Mengxiang, 2025. "Effects of inflation and macroprudential policies on bank risk: Evidence from emerging economies," International Review of Financial Analysis, Elsevier, vol. 97(C).
    20. Francesco Corsello & Valerio Nispi Landi, 2020. "Labor Market and Financial Shocks: A Time‐Varying Analysis," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(4), pages 777-801, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • F38 - International Economics - - International Finance - - - International Financial Policy: Financial Transactions Tax; Capital Controls
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bkr:journl:v:78:y:2019:i:3:p:38-70. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Olga Kuvshinova (email available below). General contact details of provider: https://edirc.repec.org/data/cbrgvru.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.